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A collection of scientific methods, processes, algorithms, and systems to build stories & models.

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Open Source Love

God Level AI

A drill of scientific methods, processes, algorithms, and systems to build stories & models. An in-depth learning resource for humans.

This is a drill for people who aim to be in the top 1% of Data and AI experts.

You can do the drill by watching video sessions or text content.

I will recommend video sessions and use text content as go-to notes.

You can be in one of the following categories:-

  • either you are working on a leadership position
  • or you are working as a professional
  • or you are a student

No matter what position you are working in currently, you need to put in the same amount of effort to be in the top 1%.

Spoiler alert - There are NO Shortcuts in the tech field.

This is for all humans who want to improve in the field and are courageous enough to take action.

You will find all the topics explained here and whatever is needed to understand it completely.

The drill is all action-oriented.

To be the authority/best in the AI field, I created a routine that includes:

  • 4 hours of deep work sessions every day
    • Deep work session rules:
      • no phone/notifications
      • no talking to anyone
      • coffee/chai allowed
  • 2 hours of shallow work sessions every day
    • Shallow work session rules:
      • phone allowed
      • talking allowed
      • include sharing your work online

You can customize the learning sessions according to your time availability.

the path

Programming and Version Control

  1. Python
  2. Data Structures & Algorithms
  3. Git and GitHub

Data

NumPy

Pandas

Data Viz

Data Pipeline

Math

Statistics

Probability

Linear Algebra

Calculus

ML & Production

  1. Machine Learning
  2. Machine‌ ‌Learning‌ Operations

DL & Production

NLP

  1. Natural Language Processing X Deep Learning

GenerativeAI

  1. Natural Language Processing X Deep Learning

CV

  1. Computer Vision X Deep Learning

System Design

  1. Machine Learning System Design

AI System Design

Projects & Portfolio

  1. Major Capstone Projects

AI Interview

  1. AI Interview

Personal Brand

Exam & Certification

Personal Branding

  1. Personal Branding & Portfolio
  2. Projects

Programming and Version Control

Data

Math

ML & Production

DL & Production

NLP

GenerativeAI

CV

System Design

AI System Design

Projects & Portfolio

AI Interview

Personal Brand

Exam & Certification